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Evaluation of Avatarization for Privacy-Preserving Synthetic Health Data Generation: A Case Study in Cancer Prediction.

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Title: Evaluation of Avatarization for Privacy-Preserving Synthetic Health Data Generation: A Case Study in Cancer Prediction.
Authors: El Azzouzi M; Univ Rennes, CHU Rennes, INSERM, LTSI-UMR 1099, F-35000, Rennes, France., Bellafqira R; IMT Atlantique, INSERM, LATIM-UMR 1101, F-29200, Brest, France., Coatrieux G; IMT Atlantique, INSERM, LATIM-UMR 1101, F-29200, Brest, France., Cuggia M; Univ Rennes, CHU Rennes, INSERM, LTSI-UMR 1099, F-35000, Rennes, France., Bouzille G; Univ Rennes, CHU Rennes, INSERM, LTSI-UMR 1099, F-35000, Rennes, France.
Source: Studies in health technology and informatics [Stud Health Technol Inform] 2026 May 21; Vol. 336, pp. 1501-1505.
Publication Type: Journal Article
Journal Info: Publisher: IOS Press Country of Publication: Netherlands NLM ID: 9214582 Publication Model: Print Cited Medium: Internet ISSN: 1879-8365 (Electronic) Linking ISSN: 09269630 NLM ISO Abbreviation: Stud Health Technol Inform Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Evaluation of Avatarization for Privacy-Preserving Synthetic Health Data Generation: A Case Study in Cancer Prediction.
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  Data: <searchLink fieldCode="AU" term="%22El+Azzouzi+M%22">El Azzouzi M</searchLink>; Univ Rennes, CHU Rennes, INSERM, LTSI-UMR 1099, F-35000, Rennes, France.<br /><searchLink fieldCode="AU" term="%22Bellafqira+R%22">Bellafqira R</searchLink>; IMT Atlantique, INSERM, LATIM-UMR 1101, F-29200, Brest, France.<br /><searchLink fieldCode="AU" term="%22Coatrieux+G%22">Coatrieux G</searchLink>; IMT Atlantique, INSERM, LATIM-UMR 1101, F-29200, Brest, France.<br /><searchLink fieldCode="AU" term="%22Cuggia+M%22">Cuggia M</searchLink>; Univ Rennes, CHU Rennes, INSERM, LTSI-UMR 1099, F-35000, Rennes, France.<br /><searchLink fieldCode="AU" term="%22Bouzille+G%22">Bouzille G</searchLink>; Univ Rennes, CHU Rennes, INSERM, LTSI-UMR 1099, F-35000, Rennes, France.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22IOS+Press%22">IOS Press </searchLink><i>Country of Publication: </i>Netherlands <i>NLM ID: </i>9214582 <i>Publication Model: </i>Print <i>Cited Medium: </i>Internet <i>ISSN: </i>1879-8365 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2209269630%22">09269630 </searchLink><i>NLM ISO Abbreviation: </i>Stud Health Technol Inform <i>Subsets: </i>MEDLINE
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        Value: 10.3233/SHTI260459
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        Text: English
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              Text: 2026 May 21
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